Samuel Kadoury

Samuel Kadoury is a Full Professor at the Department of Computer Engineering and Software Engineering at Polytechnique Montréal, where he focuses on Biomedical Technology, Computer Vision, and Medical Imaging. Holding a B.Eng. (Polytechnique), M.Eng. (McGill), and Ph.D. (Montreal), followed by a Postdoc at INRIA, his career bridges Biomedical Engineering and Artificial Intelligence.

His research concentrates on Medical Imaging, Machine Learning, and Interventional Navigation Systems, with applications in Neurology, Cardiovascular Interventions, Orthopedics, and Oncology. He develops systems for Image Registration, Segmentation, and Minimally Invasive Treatments, validated through Clinical Trials in adult and pediatric populations.

Recent publications highlight his work in GAN-based Image Synthesis, Semi-supervised Learning, and Survival Prediction for cancers. His 223 publications reflect expertise in Medical Image Analysis, AI Applications, and Biomedical Systems.

Scientific Awards:

• 2009 - Prize for best Ph.D. thesis at Polytechnique Montréal

He has supervised 5 PhD students and 15 Master's students, including projects on Prostate Cancer Characterization, Spine Surgery Simulation, and Colorectal Liver Metastases. Affiliated with the Institute of Biomedical Engineering and IVADO (Institute for Data Valorization), his work intersects Modeling, Artificial Intelligence, and Medical Imaging.